# LAZARUS-TWIN

- **Event:** [AIE Code Summit 2026 Hackathon](https://cerebralvalley.ai/e/aie-code-2026-hackathon)
- **When:** Sat, Nov 7 at 9:00 AM – 10:00 PM (PST)
- **Where:** San Francisco, CA
- **Team:** [Manvender Singh](https://cerebralvalley.ai/u/Manubaba)
- **GitHub:** https://github.com/manvendersingh21/LAZARUS-TWIN
- **Demo video:** https://youtu.be/RFXWDD-g3iw
- **Gallery:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/61

Over $1.5 trillion of global manufacturing runs on stripped PLC binaries where the source code is lost, costing factories $50,000 per minute in downtime when hardware degrades. LAZARUS-TWIN is an autonomous software archaeology and self-evolving digital twin platform. It reverse-engineers stripped binaries using morluto/rea and 30-step FFI bisection, procedurally reconstructs 3D DIN-rail PLC wiring topologies, proves 100% behavioral equivalence, and automatically heals broken physical hardware by evolving control skills in Git, validating candidates across sealed held-out physics worlds, rolling back regressions, and enforcing safety via an air-papped verifier. using meta muse we reconstruct the binaries

## More from AIE Code Summit 2026 Hackathon

- [adaptmach](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/58)
- [ProofHunter](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/59)
- [ReflexQA](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/60)
- [Sift](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/62)
- [darkmatter: ebert-spielberg-lucas-bohr](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/63)
- [Jermaine Dennis](https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/64)

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Markdown version of https://cerebralvalley.ai/e/aie-code-2026-hackathon/hackathon/gallery/61. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt